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Record W4408139503 · doi:10.29313/bcsurp.v5i1.17335

Strategi Peningkatan Kualitas Permukiman berdasarkan Livable Settlement RW 10 Rancaekek Kencana

2025· article· en· W4408139503 on OpenAlexaff
Shafira Rafa Maulida, Verry Damayanti

Bibliographic record

VenueBandung Conference Series Urban & Regional Planning · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsGeology

Abstract

fetched live from OpenAlex

Abstract. Urbanization in Indonesia continues to increase, with an estimated 60% of the population living in cities by 2025. This phenomenon demands the concept of livable settlement to create livable, comfortable and sustainable settlements. This research was conducted in RW 10 Kelurahan Rancaekek Kencana, Bandung Regency, with the aim of evaluating the quality of settlements based on livable settlement criteria and designing strategies to improve them. The research method used qualitative and quantitative approaches through field observations, interviews, literature studies, institutional surveys, as well as descriptive and SWOT analysis. The results showed a number of problems, such as limited public transportation, lack of green open space (RTH), poor waste management, unmaintained drainage system, and road infrastructure that does not meet the standards. On the other hand, potentials such as the availability of education, health, and worship facilities can be optimized to support the quality of life of the community. The proposed strategies include vertical green space development, integrated waste management, improved transportation and infrastructure, and environmental education programs for the community. This strategy is expected to improve the quality of life, comfort, and sustainability of the settlement environment in RW 10. Active collaboration between the community and the government is key in realizing a settlement that is in accordance with the concept of livable settlement. Abstrak. Urbanisasi di Indonesia terus meningkat, dengan estimasi 60% populasi akan tinggal di perkotaan pada tahun 2025. Fenomena ini menuntut adanya konsep livable settlement untuk menciptakan permukiman yang layak huni, nyaman, dan berkelanjutan. Penelitian ini dilakukan di RW 10 Kelurahan Rancaekek Kencana, Kabupaten Bandung, dengan tujuan mengevaluasi kualitas permukiman berdasarkan kriteria livable settlement dan merancang strategi peningkatannya. Metode penelitian menggunakan pendekatan kualitatif dan kuantitatif melalui observasi lapangan, wawancara, studi literatur, survei instansional, serta analisis deskriptif dan SWOT. Hasil penelitian menunjukkan sejumlah permasalahan, seperti keterbatasan transportasi umum, minimnya ruang terbuka hijau (RTH), buruknya pengelolaan sampah, sistem drainase yang tidak terpelihara, serta infrastruktur jalan yang belum memenuhi standar. Di sisi lain, potensi seperti tersedianya fasilitas pendidikan, kesehatan, dan peribadatan dapat dioptimalkan untuk mendukung kualitas hidup masyarakat. Strategi yang diusulkan meliputi pembangunan RTH vertikal, pengelolaan sampah terintegrasi, peningkatan transportasi dan infrastruktur, serta program edukasi lingkungan bagi masyarakat. Strategi ini diharapkan dapat meningkatkan kualitas hidup, kenyamanan, dan keberlanjutan lingkungan permukiman di RW 10. Kolaborasi aktif antara masyarakat dan pemerintah menjadi kunci dalam mewujudkan permukiman yang sesuai dengan konsep livable settlement.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.516
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.046
GPT teacher head0.333
Teacher spread0.287 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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